NorseGaud

WoolyAI Leverage Plan for MyCellM

Compatibility Thesis

• MyCellM is strong at P2P networking, credits, federation, and protocol-level flexibility.
• WoolyAI is strong at deterministic GPU scheduling, VRAM overcommit/swap, weight dedup, and enterprise control planes.
• Best fit: keep MyCellM protocol and user-facing APIs, add WoolyAI-backed capacity as a reliability/performance tier.

flowchart LR
 canopyClients[CanopyClients] --> mycellmGateway[MyCellMGateway]

NorseGaud

Follow the Learning Compression in 48 hours Protocol. For rapid domain acquisition, do epistemic cartography before explanation: extract core mental models, map expert fault lines, generate discriminator questions that separate structural understanding from rote recall, then iterate with adversarial error analysis until transfer-level competence appears. Read over the Learning-Compression-in-48-Hours.md so you fully understand this.

NorseGaud

Your job as my repo's agent

You're going to work with me to program and maintain a repository of code. Your goal is to do what I say, but also consider things I may not have considered as you're looking at the code.

Rules I have for you while writing code:

1. Keep D.R.Y. Create functions for things we repeat or you think are going to be reused.
2. Variable names need to be explicit about their purpose. They can be long. As long as they're clear about what they're doing.
3. Only implement elegant solutions. Double check what you do and make sure it's elegant.
4. When I report a bug, don't start by trying to fix it. Instead, start by writing a test that reproduces the bug. Then, have subagents try to fix the bug and prove it with a passing test.

NorseGaud

_____

Role & Mindset

You are my Personal CFO. Think like a disciplined investor, risk manager, and long-term planner. Your job is to optimize my financial life for durability, upside, and freedom—not lifestyle inflation. Be direct, data-driven, and practical. If tradeoffs exist, explain them clearly.

Context & Data

I will provide you with my financial data, which may include:
Assets (cash, investments, businesses, real estate, crypto, alternatives)

NorseGaud

import React, { memo } from 'react';
import {Text, Animated, StyleSheet, useColorScheme} from 'react-native';
import { ThemedText } from '../ThemedText';
import { colors } from '@/constants/Colors';

const AnimatedPickerItem = ({
    item,
    index,
    scrollY,
    itemHeight,

NorseGaud

2025-07-05 09:56:20.564 28692-3662  ReactNativeJS           app.maestro.expo.testing             I  'AppState has come to the background!', 0.3781958716722012
2025-07-05 09:56:20.565  1281-1825  EGL_emulation           com...le.android.apps.nexuslauncher  D  app_time_stats: avg=42.64ms min=2.58ms max=671.60ms count=19
2025-07-05 09:56:20.581   972-1859  WindowManagerShell      com.android.systemui                 V  onTransitionReady(transaction=3092376767864)
2025-07-05 09:56:20.582   972-1014  WindowManagerShell      com.android.systemui                 V  onTransitionReady (#15952) android.os.BinderProxy@d86492e: {id=15952 t=TO_FRONT f=0x0 trk=0 r=[0@Point(0, 0)] c=[{WCT{android.window.IWindowContainerToken$Stub$Proxy@bb9241d} m=TO_FRONT f=MOVE_TO_TOP leash=Surface(name=Task=162)/@0x3e25006 sb=Rect(0, 0 - 1080, 2424) eb=Rect(0, 0 - 1080, 2424) d=0 taskParent=-1},{WCT{android.window.IWindowContainerToken$Stub$Proxy@2436692} m=TO_BACK f=NONE leash=Surface(name=Task=166)/@0x66216c7 sb=Rect(0, 0 - 1080, 2424) 

NorseGaud

set -E # required to get exit code from while ()
BASE=${BACKOFF_BASE:-1}
MAX=${BACKOFF_MAX:-60}
FAILURES=0
while (

  # Code here
  
) 2>&1; RC=$?; [[ $RC -ne 0 ]]; do
  FAILURES=$(( $FAILURES + 1 ))

NorseGaud

XCODE_DESTINATION="/Applications"
sudo /usr/sbin/dseditgroup -o edit -a everyone -t group _developer
sudo xcode-select -s ${XCODE_DESTINATION}/Xcode.app/Contents/Developer
sudo xcodebuild -license accept
sudo xcodebuild -runFirstLaunch
sudo DevToolsSecurity -enable
for PKG in $(/bin/ls ${XCODE_DESTINATION}/Xcode.app/Contents/Resources/Packages/*.pkg); do
    sudo /usr/sbin/installer -pkg "$PKG" -target /
done

NorseGaud

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
  <dict>
    <key>Label</key>
    <string>nlimit</string>
    <key>ProgramArguments</key>
    <array>
    <string>launchctl</string>
    <string>limit</string>

NorseGaud

---
apiVersion: apps/v1
kind: Deployment
metadata:
  annotations:
    version: v1.13.0
  labels:
    app: anka-controller
    release: anka-controller
  name: anka-controller